MCP servers · by job

Code intelligence MCP servers

179 MCP servers that search, analyse and review source code. 49 are SAFE, 43 CAUTION and 87 BLOCK. Ranked by trust score; each card opens the full audit.

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ModelsAtlas. “Code intelligence MCP servers”. Retrieved 28 Oct 2026. https://modelsatlas.com/mcp/topic/code-intelligence

Verdicts · 179 servers

✓SAFE49!CAUTION43✕BLOCK87

Transports

A server can list more than one transport.

Tool risk

46

servers expose at least one destructive tool: delete, overwrite or run. The median server with a readable tool list exposes 12 tools.

Servers with no destructive tools →

179 code intelligence servers

1–24 of 179 · ranked by trust score, then stars

Graft

nanonets/graft

!CAUTION B

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

★ 8,8392 write

Graft

trailhq/graft

!CAUTION B

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

★ 8,8372 write

Graft

trailhq/Graft

!CAUTION B

Turbocharge Claude Code, Cursor, Codex, Gemini & every coding agent: faster, cheaper, with contextual understanding specific to your codebase.

★ 8,8372 write

exa-mcp-server

exa-labs/exa-mcp-server

✓SAFE B

Exa MCP for web search and web crawling!

★ 5,0892 writestdio

Exa

exa-labs/exa-mcp-server

✓SAFE B

Exa MCP for web search and web crawling!

★ 5,0342 writesse

Socraticode

giancarloerra/socraticode

✓SAFE B

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysis & call-flow, interactive HTML viewer, cross-project & branch-aware search, DB/API/infra knowledge. 61% less t

★ 3,3193 destructivestdio

Cheat Engine Bridge

miscusi-peek/cheatengine-mcp-bridge

✓SAFE B

Connect your favorite AI agents directly to Cheat Engine via MCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

★ 1,51412 destructivestdio

Axon

harshkedia177/axon

✓SAFE B

Graph-powered code intelligence engine — indexes codebases into a knowledge graph, exposed via MCP tools for AI agents and a CLI for developers.

★ 8132 writestdio

MegaMemory

0xk3vin/megamemory

✓SAFE B

Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.

★ 7071 destructivestdio

Cclsp

ktnyt/cclsp

!CAUTION B

Claude Code LSP: enhance your Claude Code experience with non-IDE dependent LSP integration.

★ 6753 writestdio

Corbell

corbell-ai/corbell

!CAUTION B

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

★ 6284 readsse

Mantic

marcoaapfortes/mantic.sh

✓SAFE B

A structural code search engine for Al agents.

★ 5561 writestdio

x64dbg

bromoket/x64dbg_mcp

✓SAFE B

Drive x64dbg with your AI. MCP server: 23 mega-tools / 153 endpoints for breakpoints, memory, disasm, tracing, anti-debug & PE dumping. Claude/Cursor/Windsurf/Cline. All local.

★ 1318 writestdio

Deep Code Reasoning

evalops/deep-code-reasoning-mcp

✓SAFE B

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

★ 1092 writestdio

Deep Code Reasoning

haasonsaas/deep-code-reasoning-mcp

✓SAFE B

A Model Context Protocol (MCP) server that provides advanced code analysis and reasoning capabilities powered by Google's Gemini AI

★ 1092 writestdio

Lucidity

hyperb1iss/lucidity-mcp

✓SAFE B

AI-powered code quality analysis using MCP to help AI assistants review code more effectively. Analyze git changes for complexity, security issues, and more through structured prompts.

★ 901 readstdio

GDB

smadi0x86/gdb-mcp

✓SAFE B

Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

★ 741 read

Cheat Engine Bridge

hollyzoe/cheatengine-mcp-tcp-bridge

!CAUTION B

TCP-enhanced fork of Cheat Engine MCP Bridge. Connect Cursor, Copilot and Claude AI directly to local or remote Cheat Engine via TCP. Automate reverse engineering, pointer scanning, and memory analysis using natural language.

★ 6712 destructivestdio

Cheat Engine

bethington/cheat-engine-server-python

✓SAFE B

MCP Cheat Engine Server — provides safe, structured read-only access to memory analysis and debugging functionality through the Model Context Protocol (MCP). For developers, security researchers, and game modders.

★ 664 destructive

VibeShift

groundng/vibeshift

✓SAFE B

[MCP Server] The Security Agent for AI assisted coding

★ 661 write

Kimi Code

howardpen9/kimi-code-mcp

✓SAFE B

MCP server for Claude Code × Kimi K2.5 (256K context) — delegate bulk codebase analysis to Kimi, save 90% on token costs. Session caching, parallel agents, TypeScript.

★ 611 destructivestdio

roslyn-codelens-mcp

MarcelRoozekrans/roslyn-codelens-mcp

!CAUTION B

Roslyn-based MCP server giving AI agents deep semantic understanding of .NET/C# codebases — 67 tools for navigation, call graphs, diagnostics & code fixes, safe refactoring, code-quality auditing, test intelligence, DI graphs, and IL/external-assembly inspection.

★ 61Not listed in sourcestdio

Roslyn CodeLens

marcelroozekrans/roslyn-codelens-mcp

✓SAFE B

Roslyn-based MCP server giving AI agents deep semantic understanding of .NET/C# codebases — 67 tools for navigation, call graphs, diagnostics & code fixes, safe refactoring, code-quality auditing, test intelligence, DI graphs, and IL/external-assembly inspection.

★ 57Not listed in sourcestdio

Srclight

srclight/srclight

✓SAFE B

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerated semantic search, 10 languages via tree-sitter. Fully local, zero cloud dependencies.

★ 573 writestdio

Other jobs

By risk

Questions

How do you decide which servers are code intelligence servers?
By the categories each server's own repository declares, mapped onto this job by a hand-kept table. A server can belong to more than one job, and one whose repository declares no matching category is not listed here.
Which code intelligence MCP servers rank highest on trust?
Graft (nanonets/graft), Graft (trailhq/graft) and Graft (trailhq/Graft), by trust score and then stars. Ranking never uses popularity to change a verdict.
How many code intelligence servers only read?
39 of the 179 declare tools that all only read; 46 expose at least one destructive tool.

Keep going in your AI

Opens with this page as the source. We add nothing else to the prompt.